Review of Web Structure Mining Techniques using Clustering and Ranking Algorithms
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2014, Vol 3, Issue 6
Abstract
Today, Web mining plays very important role. It discovers and extract information from web services and documents. In this paper we focus on the web structure mining techniques which are used to extract the rich information from web pages. User can retrieve information in the form of text, hyperlinks, images, audio, videos and image links. There are a lot of irrelevant data present on the webpage and ranking algorithms provide the relevant data which the users want. Furthermore, Clustering approach is used to group the data into clusters and used with ranking algorithms to improve the efficiency and relevancy of data. Most of the search engines rely on the ranking algorithms instead of old approach as Support Vector Machines to improve the execution time. In this paper, we survey the existing work of link mining algorithms and clustering techniques which provide the rich data to the users.
Authors and Affiliations
Rashmi Sharma, Kamaljit Kaur
Keywords
Related Articles
- EP ID EP27936
- DOI -
- Views 225
- Downloads 0
Vampire Attacks: Draining Life from Wireless Ad Hoc Sensor communication of Networks
Low power Wireless sensor network is getting more attention recently by the researchers due to its security issues on denial of communication at the routing or medium access control levels. In this work we discussed...
Ensuring Data Sender Privacy And Reduce Communication&Computation Overhead In WSN
Wireless sensor system is an accumulation of sensor hubs .These sensor hubs sense information to base station when occasion is recognized. Attackers infusing fake messages aggravating the information conveyance in WS...
Free Hand Motion Based Control Of Robots Using For Military Rescue And Searching Applications
Signal based (Non-contact) operation of electrical mechanical assemblies is ending up being continuously fancied development. Flexible Sensor based touch less game plans end up being all the more understood after the...
Enhancing qos of manet by deploying omni directional antenna for ieee 802.11 networks
MANET stands for Mobile Ad Hoc Networks that used in the area of Wireless Networking. In the MANET each node communicates with the other node temporarily and stops all the communication when all the data transfers do...
Secure Fog Computing: Providing Data Security
Fog computing is a term for an alternative to cloud computing that puts some kinds of transactions and resources at the edge of a network, rather than establishing channels for cloud storage and utilization. Proponen...